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1.
Vet Dermatol ; 35(3): 305-316, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38192079

RESUMEN

BACKGROUND: Allergen testing is used to select antigens included in the desensitisation vaccine. Intradermal skin test (IDT) is the gold standard in cats, yet allergen-specific immunoglobulin (Ig)E serological testing (ASIS) is often used. Feline data are lacking regarding the agreement between IDT and ASIS results. HYPOTHESIS/OBJECTIVES: The first objective of the study was to establish a colony of cats with naturally acquired feline atopic syndrome (FAS). Further objectives were to define their hypersensitivity disorder to detail the allergen tests results, and to assess similarity between the allergen tests. ANIMALS: Thirty-five cats with FAS and 10 control cats. MATERIALS AND METHODS: Enrolled cats went through a five phase-screening and quarantine process before joining the colony. An elimination diet trial was performed on all FAS cats. ASIS and IDT were consecutively performed on all cats under sedation. RESULTS: Reactions to 34 allergens were compiled for the 45 cats. Global sensitivity and specificity of ASIS were 34.7% and 78.9%, respectively. Only flea (ICC = 0.26, p = 0.040) and Dermatophagoides pteronyssinus (ICC = 0.48, p < 0.001) allergens had a significant intraclass correlation (weak agreement). Two FAS cats had negative tests including one cat with a concomitant food allergy. CONCLUSIONS AND CLINICAL RELEVANCE: This study depicts the first reported colony of cats with naturally acquired FAS. This is the first feline study to compare and show the poor agreement between allergen tests with a panel of 34 allergens. This colony also harbours two cats with FAS with negative allergen tests. These may represent the first described cats with an intrinsic form of atopic syndrome.


Asunto(s)
Alérgenos , Enfermedades de los Gatos , Dermatitis Atópica , Inmunoglobulina E , Gatos , Animales , Enfermedades de los Gatos/inmunología , Enfermedades de los Gatos/diagnóstico , Enfermedades de los Gatos/sangre , Alérgenos/inmunología , Masculino , Femenino , Dermatitis Atópica/veterinaria , Dermatitis Atópica/inmunología , Dermatitis Atópica/sangre , Dermatitis Atópica/diagnóstico , Inmunoglobulina E/sangre , Inmunoglobulina E/inmunología , Pruebas Intradérmicas/veterinaria , Sensibilidad y Especificidad
2.
Inflamm Res ; 72(12): 2145-2153, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37874359

RESUMEN

OBJECTIVE AND DESIGN: 15-Lipoxygenase-1 (15-LOX-1) catalyzes the biosynthesis of many anti-inflammatory and immunomodulatory lipid mediators and was reported to have protective properties in several inflammatory conditions, including osteoarthritis (OA). This study was designed to evaluate the expression of 15-LOX-1 in cartilage from normal donors and patients with OA, and to determine whether it is regulated by DNA methylation. METHODS: Cartilage samples were obtained at autopsy from normal knee joints and from OA-affected joints at the time of total knee joint replacement surgery. The expression of 15-LOX-1 was evaluated using real-time polymerase chain reaction (PCR). The role of DNA methylation in 15-LOX-1 expression was assessed using the DNA methyltransferase inhibitor 5-Aza-2'-desoxycytidine (5-Aza-dC). The effect of CpG methylation on 15-LOX-1 promoter activity was evaluated using a CpG-free luciferase vector. The DNA methylation status of the 15-LOX-1 promoter was determined by pyrosequencing. RESULTS: Expression of 15-LOX-1 was upregulated in OA compared to normal cartilage. Treatment with 5-Aza-dC increased 15-LOX-1 mRNA levels in chondrocytes, and in vitro methylation decreased 15-LOX-1 promoter activity. There was no difference in the methylation status of the 15-LOX-1 gene promoter between normal and OA cartilage. CONCLUSION: The expression level of 15-LOX-1 was elevated in OA cartilage, which may be part of a repair process. The upregulation of 15-LOX-1 in OA cartilage was not associated with the methylation status of its promoter, suggesting that other mechanisms are involved in its upregulation.


Asunto(s)
Araquidonato 15-Lipooxigenasa , Osteoartritis , Humanos , Araquidonato 15-Lipooxigenasa/genética , Araquidonato 15-Lipooxigenasa/metabolismo , Condrocitos/metabolismo , Metilación de ADN , Epigénesis Genética , Osteoartritis/genética , Osteoartritis/metabolismo , Receptores Depuradores de Clase E/genética , Receptores Depuradores de Clase E/metabolismo
3.
Int J Mol Sci ; 24(22)2023 Nov 15.
Artículo en Inglés | MEDLINE | ID: mdl-38003530

RESUMEN

Validating animal pain models is crucial to enhancing translational research and response to pharmacological treatment. This study investigated the effects of a calibrated slight exercise protocol alone or combined with multimodal analgesia on sensory sensitivity, neuroproteomics, and joint structural components in the MI-RAT model. Joint instability was induced surgically on day (D) 0 in female rats (N = 48) distributed into sedentary-placebo, exercise-placebo, sedentary-positive analgesic (PA), and exercise-PA groups. Daily analgesic treatment (D3-D56) included pregabalin and carprofen. Quantitative sensory testing was achieved temporally (D-1, D7, D21, D56), while cartilage alteration (modified Mankin's score (mMs)) and targeted spinal pain neuropeptide were quantified upon sacrifice. Compared with the sedentary-placebo (presenting allodynia from D7), the exercise-placebo group showed an increase in sensitivity threshold (p < 0.04 on D7, D21, and D56). PA treatment was efficient on D56 (p = 0.001) and presented a synergic anti-allodynic effect with exercise from D21 to D56 (p < 0.0001). Histological assessment demonstrated a detrimental influence of exercise (mMs = 33.3%) compared with sedentary counterparts (mMs = 12.0%; p < 0.001), with more mature transformations. Spinal neuropeptide concentration was correlated with sensory sensitization and modulation sites (inflammation and endogenous inhibitory control) of the forced mobility effect. The surgical MI-RAT OA model coupled with calibrated slight exercise demonstrated face and predictive validity, an assurance of higher clinical translatability.


Asunto(s)
Neuropéptidos , Osteoartritis , Animales , Femenino , Roedores , Dolor/tratamiento farmacológico , Osteoartritis/patología , Neuropéptidos/uso terapéutico , Analgésicos/farmacología
4.
BMC Med ; 20(1): 316, 2022 09 12.
Artículo en Inglés | MEDLINE | ID: mdl-36089590

RESUMEN

BACKGROUND: Knee osteoarthritis is the most prevalent chronic musculoskeletal debilitating disease. Current treatments are only symptomatic, and to improve this, we need a robust prediction model to stratify patients at an early stage according to the risk of joint structure disease progression. Some genetic factors, including single nucleotide polymorphism (SNP) genes and mitochondrial (mt)DNA haplogroups/clusters, have been linked to this disease. For the first time, we aim to determine, by using machine learning, whether some SNP genes and mtDNA haplogroups/clusters alone or combined could predict early knee osteoarthritis structural progressors. METHODS: Participants (901) were first classified for the probability of being structural progressors. Genotyping included SNP genes TP63, FTO, GNL3, DUS4L, GDF5, SUPT3H, MCF2L, and TGFA; mtDNA haplogroups H, J, T, Uk, and others; and clusters HV, TJ, KU, and C-others. They were considered for prediction with major risk factors of osteoarthritis, namely, age and body mass index (BMI). Seven supervised machine learning methodologies were evaluated. The support vector machine was used to generate gender-based models. The best input combination was assessed using sensitivity and synergy analyses. Validation was performed using tenfold cross-validation and an external cohort (TASOAC). RESULTS: From 277 models, two were defined. Both used age and BMI in addition for the first one of the SNP genes TP63, DUS4L, GDF5, and FTO with an accuracy of 85.0%; the second profits from the association of mtDNA haplogroups and SNP genes FTO and SUPT3H with 82.5% accuracy. The highest impact was associated with the haplogroup H, the presence of CT alleles for rs8044769 at FTO, and the absence of AA for rs10948172 at SUPT3H. Validation accuracy with the cross-validation (about 95%) and the external cohort (90.5%, 85.7%, respectively) was excellent for both models. CONCLUSIONS: This study introduces a novel source of decision support in precision medicine in which, for the first time, two models were developed consisting of (i) age, BMI, TP63, DUS4L, GDF5, and FTO and (ii) the optimum one as it has one less variable: age, BMI, mtDNA haplogroup, FTO, and SUPT3H. Such a framework is translational and would benefit patients at risk of structural progressive knee osteoarthritis.


Asunto(s)
ADN Mitocondrial , Osteoartritis de la Rodilla , Dioxigenasa FTO Dependiente de Alfa-Cetoglutarato/genética , Biomarcadores , ADN Mitocondrial/genética , Proteínas de Unión al GTP/genética , Haplotipos , Humanos , Proteínas Nucleares/genética , Osteoartritis de la Rodilla/diagnóstico , Osteoartritis de la Rodilla/genética , Polimorfismo de Nucleótido Simple/genética , Aprendizaje Automático Supervisado
5.
Curr Rheumatol Rep ; 24(3): 76-80, 2022 03.
Artículo en Inglés | MEDLINE | ID: mdl-35235164

RESUMEN

INTRODUCTION: Knee osteoarthritis (OA) is a disease affecting all the neighboring articular tissues including the infrapatellar fat pad (IPFP). Although not yet as widely studied as other tissues in the knee, the IPFP has been recognized to have important metabolic activities and is a key player in OA. METHODS: In this commentary, we will briefly describe the different methodologies employed for the MRI morphological measurement of this tissue and depict the findings in regard to OA. RESULTS: The morphology of this tissue, monitored mainly with the use of magnetic resonance imaging (MRI), demonstrates changes during OA. However, studies of the IPFP morphological alterations and their association with the OA process have shown conflicting results, including a detrimental or beneficial role or no role at all. Although many reasons could explain such mixed findings, one might be the different methodologies used for the MRI measurement of area, volume, or signal intensity. In addition, several techniques are also employed for measuring the volume and signal intensity. An additional level of complexity is related to the presence within the IPFP of two different types of signal intensities, hyper-intensity, and hypo-intensity. CONCLUSION: A consensus of a procedure to measure the morphology of the IPFP is urgently needed to fully appreciate the role of this tissue in the pathology of OA, as well as its uses for clinical decision-making.


Asunto(s)
Articulación de la Rodilla , Osteoartritis de la Rodilla , Tejido Adiposo/diagnóstico por imagen , Humanos , Articulación de la Rodilla/diagnóstico por imagen , Articulación de la Rodilla/patología , Imagen por Resonancia Magnética/métodos , Osteoartritis de la Rodilla/diagnóstico por imagen , Osteoartritis de la Rodilla/patología
6.
Int J Mol Sci ; 23(19)2022 Oct 04.
Artículo en Inglés | MEDLINE | ID: mdl-36233085

RESUMEN

The metrological properties of two performance-based outcome measures of feline osteoarthritis (OA), namely Effort Path (Path) and Stairs Assay Compliance (Stairs), were tested. Cats naturally affected by OA (n = 32) were randomly distributed into four groups (A: 0.40, B: 0.25, C: 0.15, or D: 0.00 mg firocoxib/kg bodyweight) and assessed during baseline, treatment, and recovery periods. For Path, from an elevated walking platform, the cats landed on a pressure-sensitive mattress and jumped up onto a second elevated platform. Analysis included velocity, time to completion, peak vertical force (PVF), and vertical impulse. For Stairs, the number of steps and time to completion were recorded for 16 steps up and down in a 4 min period. Reliability was moderate to very good for Path and poor to good for Stairs. Different normalization methods are described in the manuscript. The placebo group remained stable within-time in Path, whereas treated cats trotted faster on the ramp (p < 0.0001), improved their PVF (p < 0.018) and completed the task quicker (p = 0.003). The percentage of cats completing the Stairs finish line was higher under treatment (p < 0.036), with huge effect size, the placebo group results being stable within-time. Both are promising performance-based outcome measures to better diagnose and manage feline OA pain.


Asunto(s)
Osteoartritis , 4-Butirolactona/análogos & derivados , Analgésicos/uso terapéutico , Animales , Gatos , Osteoartritis/tratamiento farmacológico , Osteoartritis/veterinaria , Reproducibilidad de los Resultados , Sulfonas/uso terapéutico
7.
Rheumatology (Oxford) ; 60(6): 2791-2800, 2021 06 18.
Artículo en Inglés | MEDLINE | ID: mdl-33253381

RESUMEN

OBJECTIVE: To describe the association between change in subchondral bone marrow lesions (BMLs) and change in tibiofemoral cartilage volume and knee symptoms in patients with symptomatic knee OA. METHODS: In total, 251 participants (mean 61.7 years, 51% female) were included. Tibiofemoral cartilage volume was measured at baseline and 24 months, and BML size at baseline, 6 and 24 months. Knee pain and function scores were evaluated at baseline, 6 and 24 months. Change in total and compartment-specific BML size was categorized according to the Least Significance Criterion. Linear mixed-effects models were used to evaluate the associations of change in BMLs over 6 and 24 months with change in cartilage volume over 24 months and knee symptoms over 6 and 24 months. RESULTS: Total BML size enlarged in 26% of participants, regressed in 31% and remained stable in 43% over 24 months. Compared with stable BMLs in the same compartment, enlarging BMLs over 24 months were associated with greater cartilage loss (difference: -53.0mm3, 95% CI: -100.0, -6.0), and regressing BMLs were not significantly associated with reduced cartilage loss (difference: 32.4mm3, 95% CI: -8.6, 73.3) over 24 months. Neither enlargement nor regression of total BML size over 6 and 24 months was associated with change in knee pain and function over the same time intervals. CONCLUSIONS: In subjects with symptomatic knee osteoarthritis and BMLs, enlarging BMLs may lead to greater cartilage loss but regressing lesions are not associated with reduced cartilage loss while neither is associated with change in knee symptoms.


Asunto(s)
Artralgia/fisiopatología , Enfermedades de la Médula Ósea/patología , Médula Ósea/patología , Cartílago Articular/patología , Articulación de la Rodilla , Osteoartritis de la Rodilla/patología , Artralgia/diagnóstico , Artralgia/tratamiento farmacológico , Conservadores de la Densidad Ósea/administración & dosificación , Médula Ósea/diagnóstico por imagen , Enfermedades de la Médula Ósea/diagnóstico por imagen , Enfermedades de la Médula Ósea/tratamiento farmacológico , Cartílago Articular/diagnóstico por imagen , Método Doble Ciego , Femenino , Fémur , Glucocorticoides/administración & dosificación , Humanos , Articulación de la Rodilla/diagnóstico por imagen , Imagen por Resonancia Magnética , Masculino , Metilprednisolona/administración & dosificación , Persona de Mediana Edad , Estudios Multicéntricos como Asunto , Osteoartritis de la Rodilla/diagnóstico por imagen , Osteoartritis de la Rodilla/tratamiento farmacológico , Ensayos Clínicos Controlados Aleatorios como Asunto , Tibia , Factores de Tiempo , Ácido Zoledrónico/administración & dosificación
8.
Rheumatology (Oxford) ; 60(10): 4748-4754, 2021 10 02.
Artículo en Inglés | MEDLINE | ID: mdl-33576770

RESUMEN

OBJECTIVE: To describe the associations of blood pressure and arterial stiffness with knee cartilage volume in patients with knee OA. METHODS: A secondary analysis was performed on the data from participants in a randomized controlled trial that identified the effects of vitamin D supplementation on knee structures and symptoms among patients with symptomatic knee OA. Brachial and central blood pressure, arterial stiffness indicators and knee cartilage volume were measured at baseline and the 2 year follow-up. Associations were assessed using generalized estimating equations. RESULTS: Among 231 participants (average age 63.2 years), 48.9% were females. Higher supine systolic and diastolic pressures were significantly associated with lower tibial cartilage volume (systolic: lateral ß -6.23, medial ß -5.14, total ß -11.35 mm3/mmHg; diastolic: lateral ß -10.25, medial ß -11.29, total ß -21.50 mm3/mmHg). Higher supine systolic pressure was associated with lower femoral cartilage volume (lateral ß -17.35, total ß -28.31 mm3/mmHg). Central systolic pressure and arterial stiffness indicators (including pulse wave velocity, central pulse pressure and peripheral pulse pressure) were largely not associated with knee cartilage volume; however, higher augmentation index was associated with lower tibial and femoral cartilage volume (tibial: medial ß -8.24, total ß -19.13 mm3/%; femoral: lateral ß -23.70, medial ß -26.42, total ß -50.12 mm3/%). CONCLUSIONS: Blood pressure and arterial stiffness are associated with knee cartilage volume at several sites in knee OA patients. This supports that blood pressure and arterial stiffness may involve in the progression of knee OA.


Asunto(s)
Presión Sanguínea , Cartílago Articular/patología , Articulación de la Rodilla/patología , Osteoartritis de la Rodilla/fisiopatología , Rigidez Vascular , Cartílago Articular/irrigación sanguínea , Progresión de la Enfermedad , Método Doble Ciego , Femenino , Humanos , Articulación de la Rodilla/irrigación sanguínea , Masculino , Persona de Mediana Edad , Osteoartritis de la Rodilla/patología , Análisis de la Onda del Pulso , Ensayos Clínicos Controlados Aleatorios como Asunto , Tibia/irrigación sanguínea , Tibia/patología
9.
J Transl Med ; 18(1): 466, 2020 12 09.
Artículo en Inglés | MEDLINE | ID: mdl-33298067

RESUMEN

BACKGROUND: An important task in developing accurate public health intervention evaluation methods based on historical interrupted time series (ITS) records is to determine the exact lag time between pre- and post-intervention. We propose a novel continuous transitional data-driven hybrid methodology using a non-linear approach based on a combination of stochastic and artificial intelligence methods that facilitate the evaluation of ITS data without knowledge of lag time. Understanding the influence of implemented intervention on outcome(s) is imperative for decision makers in order to manage health systems accurately and in a timely manner. METHODS: To validate a developed hybrid model, we used, as an example, a published dataset based on a real health problem on the effects of the Italian smoking ban in public spaces on hospital admissions for acute coronary events. We employed a continuous methodology based on data preprocessing to identify linear and nonlinear components in which autoregressive moving average and generalized structure group method of data handling were combined to model stochastic and nonlinear components of ITS. We analyzed the rate of admission for acute coronary events from January 2002 to November 2006 using this new data-driven hybrid methodology that allowed for long-term outcome prediction. RESULTS: Our results showed the Pearson correlation coefficient of the proposed combined transitional data-driven model exhibited an average of 17.74% enhancement from the single stochastic model and 2.05% from the nonlinear model. In addition, data demonstrated that the developed model improved the mean absolute percentage error and correlation coefficient values for which 2.77% and 0.89 were found compared to 4.02% and 0.76, respectively. Importantly, this model does not use any predefined lag time between pre- and post-intervention. CONCLUSIONS: Most of the previous studies employed the linear regression and considered a lag time to interpret the impact of intervention on public health outcome. The proposed hybrid methodology improved ITS prediction from conventional methods and could be used as a reliable alternative in public health intervention evaluation.


Asunto(s)
Política para Fumadores , Inteligencia Artificial , Hospitalización , Hospitales , Humanos , Italia
10.
Rheumatology (Oxford) ; 59(6): 1288-1295, 2020 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-31580450

RESUMEN

OBJECTIVE: To examine whether the presence of bulge sign or patellar tap was associated with frequent knee pain, progression of radiographic OA (ROA) and total knee replacement (TKR). METHODS: This study included 4344 Osteoarthritis Initiative participants examined at baseline for bulge sign and/or patellar tap. The clinical signs were categorized as no (none at baseline and 2 years), resolved (present at baseline only), developed (present at 2 years only) and persistent (present at both time points). Frequent knee pain and progression of ROA over 4 years and TKR over 6 years were assessed. Binary logistic regression was used to examine the associations. RESULTS: A total of 12.7% of participants had bulge sign only, 2.0% had patellar tap only and 3.3% had both. A positive baseline bulge sign was associated with an increased risk of frequent knee pain [OR 1.31 (95% CI 1.04, 1.64), P = 0.02] and TKR [OR 1.47 (95% CI 1.06, 2.05), P = 0.02]. Developed bulge sign was associated with an increased risk of frequent knee pain [OR 1.75 (95% CI 1.34, 2.29), P < 0.001] and progressive ROA [OR 1.67 (95% CI 1.11, 2.51), P = 0.01]. Persistent bulge sign was associated with an increased risk of frequent knee pain [OR 1.60 (95% CI 1.09, 2.35), P = 0.02], progressive ROA [OR 1.84 (95% CI 1.01, 3.33), P = 0.045] and TKR [OR 2.13 (95% CI 1.23, 3.68), P = 0.007]. Patellar tap was not examined for its association with joint outcomes due to its low prevalence. CONCLUSION: The presence of bulge sign identifies individuals at increased risk of frequent knee pain, progression of ROA and TKR. This provides clinicians with a quick, simple, inexpensive method for identifying those at higher risk of progressive knee OA who should be targeted for therapy.


Asunto(s)
Articulación de la Rodilla/fisiopatología , Osteoartritis de la Rodilla/diagnóstico , Examen Físico/métodos , Anciano , Progresión de la Enfermedad , Femenino , Humanos , Articulación de la Rodilla/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Osteoartritis de la Rodilla/diagnóstico por imagen , Osteoartritis de la Rodilla/fisiopatología , Índice de Severidad de la Enfermedad
11.
Rheumatology (Oxford) ; 59(12): 3858-3868, 2020 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-32521015

RESUMEN

OBJECTIVE: The objective of this study was to investigate whether diacerein has comparable efficacy with celecoxib in pain reduction for treatment in symptomatic knee OA patients. METHODS: This randomized double-blind multicentre non-inferiority trial evaluated diacerein vs celecoxib treatment in patients with Kellgren-Lawrence grade 2-3 and pain scoring ≥4 (10-cm VAS). Patients were randomized to 6 months of treatment with diacerein 50 mg (n = 187) once daily for 1 month and twice daily thereafter, or celecoxib 200 mg (n = 193) once daily. The primary outcome was the change in WOMAC pain score (0-50 cm) at 6 months, and the secondary outcomes were WOMAC sub-scores, VAS pain score, and the OMERACT-OARSI responder rate. RESULTS: In the per protocol population, the adjusted mean change from baseline in the WOMAC pain score was -11.1 ( 0.9) with diacerein (n = 140) and -11.8 (0.9) with celecoxib (n = 148). The intergroup difference was 0.7 (95% CI: -1.8, 3.2; P = 0.597), meeting the non-inferiority margin. Supportive analysis of the intention-to-treat population gave similar results. Other outcomes showed no significant difference between treatment groups. The incidence of treatment-related adverse events was low and balanced between groups, but a greater incidence of diarrhoea occurred with diacerein (10.2% vs 3.7%). Diarrhoea was considered mild-to-moderate in all but one case with complete resolution. CONCLUSIONS: Diacerein was non-inferior to celecoxib in reducing knee OA pain and improving physical function. Diacerein also demonstrated a good safety profile. TRIAL REGISTRATION: A multicentre study on the effect of DIacerein on Structure and Symptoms vs Celecoxib in Osteoarthritis is a National Institutes of Health (NCT02688400) and European Clinical Trial Database (2015-002933-23) registered phase III (Canada) or IV (Europe) study.


Asunto(s)
Antraquinonas/uso terapéutico , Antiinflamatorios no Esteroideos/uso terapéutico , Celecoxib/uso terapéutico , Osteoartritis de la Rodilla/tratamiento farmacológico , Artralgia/tratamiento farmacológico , Método Doble Ciego , Femenino , Humanos , Masculino , Persona de Mediana Edad , Dimensión del Dolor
12.
Curr Rheumatol Rep ; 22(7): 27, 2020 05 20.
Artículo en Inglés | MEDLINE | ID: mdl-32435959

RESUMEN

PURPOSE OF REVIEW: The propose of this viewpoint is to improve or facilitate the clinical decision-making in the management/treatment strategies of arthritis patients through knowing, understanding, and having access to an interactive process allowing assessment of the patient disease outcome in the future. RECENT FINDINGS: In recent years, the time series (TS) concept has become the center of attention as a predictive model for making forecast of unseen data values. TS and one of its technologies, the interrupted TS (ITS) analysis (TS with one or more interventions), predict the next period(s) value(s) of a given patient based on their past and current information. Traditional TS/ITS methods involve segmented regression-based technologies (linear and nonlinear), while stochastic (linear modeling) and artificial intelligence approaches, including machine learning (complex nonlinear relationships between variables), are also used; however, each have limitations. We will briefly describe TS/ITS, provide examples of their application in arthritic diseases; describe their methods, challenges, and limitations; and propose a combined (stochastic and artificial intelligence) procedure in post-intervention that will optimize ITS modeling. This combined method will increase the accuracy of ITS modeling by profiting from the advantages of both stochastic and nonlinear models to capture all ITS deterministic and stochastic components. In addition, this combined method will allow ITS outcomes to be predicted as continuous variables without having to consider the time lag produced between the pre- and post-intervention periods, thus minimizing the prediction error not only for the given data but also for all possible future patterns in ITS. The use of reliable prediction methodologies for arthritis patients will permit treatment of not only the disease, but also the patient with the disease, ensuring the best outcome prediction for the patient.


Asunto(s)
Artritis/diagnóstico , Inteligencia Artificial , Análisis de Series de Tiempo Interrumpido , Humanos , Modelos Lineales , Aprendizaje Automático , Procesos Estocásticos
13.
JAMA ; 323(15): 1456-1466, 2020 04 21.
Artículo en Inglés | MEDLINE | ID: mdl-32315057

RESUMEN

Importance: A proof-of-principle study suggested that intravenous zoledronic acid may reduce knee pain and the size of bone marrow lesions in people with knee osteoarthritis, but data from large trials are lacking. Objective: To determine the effects of intravenous zoledronic acid on knee cartilage volume loss in patients with symptomatic knee osteoarthritis and bone marrow lesions. Design, Setting, and Participants: A 24-month multicenter, double-blind placebo-controlled randomized clinical trial conducted at 4 sites in Australia (1 research center and 3 hospitals). Adults aged 50 years or older with symptomatic knee osteoarthritis and subchondral bone marrow lesions detected by magnetic resonance imaging (MRI) were enrolled from November 2013 through September 2015. The final date of follow-up was October 9, 2017. Interventions: Intravenous infusion with either 5 mg of zoledronic acid in a 100-mL saline solution (n = 113) or a placebo saline solution (n = 110) at baseline and 12 months. Main Outcomes and Measures: The primary outcome was absolute change in tibiofemoral cartilage volume assessed using MRI over 24 months (the minimum clinically important difference [MCID] has not been established). Three prespecified secondary outcomes were change in knee pain assessed by a visual analog scale (0 [no pain] to 100 [unbearable pain]; MCID, 15) and the Western Ontario and McMaster Universities Osteoarthritis Index (0 [no pain] to 500 [unbearable pain]; MCID, 75) over 3, 6, 12, 18, and 24 months and change in bone marrow lesion size over 6 and 24 months (the MCID has not been established). Results: Of 223 participants enrolled (mean age, 62.0 years [SD, 8.0 years]; 52% were female), 190 (85%) completed the trial. Change in tibiofemoral cartilage volume was not significantly different between the zoledronic acid group and the placebo group over 24 months (-878 mm3 vs -919 mm3; between-group difference, 41 mm3 [95% CI, -79 to 161 mm3]; P = .50). No significant between-group differences were found for any of the prespecified secondary outcomes, including changes in knee pain assessed by a visual analog scale (-11.5 in the zoledronic acid group vs -16.8 in the placebo group; between-group difference, 5.2 [95% CI, -2.3 to 12.8]; P = .17), changes in knee pain assessed by the Western Ontario and McMaster Universities Osteoarthritis Index (-37.5 vs -58.0, respectively; between-group difference, 20.5 [95% CI, -11.2 to 52.2]; P = .21), and changes in bone marrow lesion size (-33 mm2 vs -6 mm2; between-group difference, -27 mm2 [95% CI, -127 to 73 mm2]; P = .60) over 24 months. Adverse events were more common with zoledronic acid than with placebo (96% vs 83%, respectively) and consisted mainly of acute reactions (defined as symptoms within 3 days of administration of infusion; 87% vs 56%). Conclusions and Relevance: Among patients with symptomatic knee osteoarthritis and bone marrow lesions, yearly zoledronic acid infusions, compared with placebo, did not significantly reduce cartilage volume loss over 24 months. These findings do not support the use of zoledronic acid in the treatment of knee osteoarthritis. Trial Registration: anzctr.org.au Identifier: ACTRN12613000039785.


Asunto(s)
Conservadores de la Densidad Ósea/uso terapéutico , Enfermedades de la Médula Ósea/tratamiento farmacológico , Cartílago Articular/efectos de los fármacos , Osteoartritis de la Rodilla/tratamiento farmacológico , Ácido Zoledrónico/uso terapéutico , Anciano , Conservadores de la Densidad Ósea/administración & dosificación , Médula Ósea/patología , Enfermedades de la Médula Ósea/complicaciones , Enfermedades de la Médula Ósea/diagnóstico por imagen , Cartílago Articular/diagnóstico por imagen , Cartílago Articular/patología , Método Doble Ciego , Femenino , Humanos , Infusiones Intravenosas , Articulación de la Rodilla/diagnóstico por imagen , Articulación de la Rodilla/patología , Masculino , Persona de Mediana Edad , Osteoartritis de la Rodilla/complicaciones , Osteoartritis de la Rodilla/patología , Insuficiencia del Tratamiento , Ácido Zoledrónico/administración & dosificación
14.
Rheumatology (Oxford) ; 58(2): 246-253, 2019 02 01.
Artículo en Inglés | MEDLINE | ID: mdl-30204907

RESUMEN

Objective: To examine whether baseline knee joint effusion volume and the change in effusion volume over 1 year are associated with cartilage volume loss, progression of radiographic OA (ROA) over 4 years and risk of total knee replacement over 6 years. Methods: This study included 4115 Osteoarthritis Initiative participants with knee joint effusion volume quantified by MRI at baseline. The change in effusion volume over 1 year was assessed. Cartilage volume loss and progression of ROA over 4 years were assessed using MRI and X-ray and total knee replacement over 6 years was assessed. Multiple linear regression and binary logistic regression were used for data analyses. Results: Baseline knee effusion volume (per 5 ml) was positively associated with a loss of medial and lateral cartilage volume [regression coefficient 0.13%/year (95% CI 0.10, 0.17) and 0.13%/year (95% CI 0.10, 0.16), respectively, both P < 0.001], progression of ROA [odds ratio (OR) 1.28 (95% CI 1.20, 1.37), P < 0.001], and risk of knee replacement [OR 1.12 (95% CI 1.05, 1.20), P = 0.001]. A 5 ml increase in knee effusion volume over 1 year was positively associated with medial cartilage volume loss [regression coefficient 0.09%/year (95% CI 0.04, 0.15), P = 0.001], progression of ROA [OR 1.21 (95% CI 1.11, 1.33), P < 0.001] and risk of knee replacement [OR 1.24 (95% CI 1.12, 1.37), P < 0.001]. Conclusions: Knee joint effusion volume assessed from MRI provides a continuous and sensitive measure that was associated with cartilage volume loss, progression of ROA and risk of total knee replacement. It may provide a method to identify individuals with an inflammatory OA phenotype who are at higher risk of disease progression.


Asunto(s)
Articulación de la Rodilla/diagnóstico por imagen , Osteoartritis de la Rodilla/diagnóstico por imagen , Líquido Sinovial/diagnóstico por imagen , Anciano , Artroplastia de Reemplazo de Rodilla/estadística & datos numéricos , Cartílago Articular/diagnóstico por imagen , Cartílago Articular/patología , Bases de Datos Factuales , Progresión de la Enfermedad , Femenino , Humanos , Imagen por Resonancia Magnética/métodos , Masculino , Persona de Mediana Edad , Osteoartritis de la Rodilla/patología , Osteoartritis de la Rodilla/cirugía , Radiografía , Índice de Severidad de la Enfermedad , Sinovitis/diagnóstico por imagen , Sinovitis/patología
15.
J Vasc Interv Radiol ; 30(7): 1116-1127, 2019 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-30935868

RESUMEN

PURPOSE: To evaluate if synovial inflammation and hypervascularization are present in a dog model of knee osteoarthritis and can be detected on conventional magnetic resonance imaging (MRI), dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), contrast-enhanced magnetic resonance imaging (CE-MRI), and quantitative digital subtraction angiography (Q-DSA) imaging. MATERIALS AND METHODS: Six dogs underwent MRI and angiography of both knees before and 12 weeks after right knee anterior cruciate ligament injury. Synovial vascularity was evaluated on CE-MRI, DCE-MRI, and Q-DSA by 2 independent observers. Synovial inflammation and vascularity were histologically scored independently. Cartilage lesions and osteophytes were analyzed macroscopically, and cartilage volumetry was analyzed by MRI. Vascularity and osteoarthritis markers on imaging were compared before and after osteoarthritis generation, and between the osteoarthritis model and the control knee, using linear mixed models accounting for within-dog correlation. RESULTS: In all knees, baseline imaging showed no abnormalities. Control knees did not develop significant osteoarthritis changes, synovial inflammation, or hypervascularization. In osteoarthritis knees, mean synovial enhancement score on CE-MR imaging increased by 13.1 ± 0.59 (P < .0001); mean synovial inflammation variable increased from 47.33 ± 18.61 to 407.97 ± 18.61 on DCE-MR imaging (P < .0001); and area under the curve on Q-DSA increased by 1058.58 ± 199.08 (P = .0043). Synovial inflammation, hypervascularization, and osteophyte formations were present in all osteoarthritis knees. Histology scores showed strong correlation with CE-MR imaging findings (Spearman correlation coefficient [SCC] = 0.742; P = .0002) and Q-DSA findings (SCC = 0.763; P < .0001) and weak correlation with DCE-MR imaging (SCC = -0.345; P = .329). Moderate correlation was found between CE-MR imaging and DSA findings (SCC = 0.536; P = .0004). CONCLUSIONS: In this early-stage knee osteoarthritis dog model, synovial inflammation and hypervascularization were found on imaging and confirmed by histology.


Asunto(s)
Angiografía de Substracción Digital , Lesiones del Ligamento Cruzado Anterior/cirugía , Articulaciones/irrigación sanguínea , Articulaciones/diagnóstico por imagen , Imagen por Resonancia Magnética , Osteoartritis de la Rodilla/diagnóstico por imagen , Rodilla de Cuadrúpedos/irrigación sanguínea , Rodilla de Cuadrúpedos/diagnóstico por imagen , Sinovitis/diagnóstico por imagen , Animales , Modelos Animales de Enfermedad , Perros , Articulaciones/patología , Masculino , Osteoartritis de la Rodilla/etiología , Osteoartritis de la Rodilla/patología , Valor Predictivo de las Pruebas , Rodilla de Cuadrúpedos/patología , Sinovitis/etiología , Sinovitis/patología
16.
Aging Clin Exp Res ; 31(1): 19-30, 2019 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-30539541

RESUMEN

BACKGROUND AND AIMS: Although osteoarthritis (OA) is managed mainly in primary care, general practitioners (GPs) are not always trained in its diagnosis, which leads to diagnostic delays, unnecessary resource utilization, and suboptimal patient outcomes. METHODS: To address this situation, an International Rheumatologic Board (IRB) of 8 experts from 3 continents developed guidelines for the diagnosis of OA in primary care. The focus was three major topologies: hip, knee, and hand/finger OA. The IRB used American College of Rheumatology diagnostic criteria. RESULTS: Care pathways based on clinical and radiological findings were developed to identify intervention thresholds for GPs/specialists. To optimize usefulness in the primary care setting, the guidelines were formatted as an uncomplicated, but comprehensive one-page decision tree for each topology, highlighting key aspects of the evaluation process and incorporating red flags. In a two-phase validation stage, the draft guidelines were evaluated by rheumatologists and GPs for project execution, content and perceived benefit. The strength of the guidelines lies in their user-friendly diagram and potential for broad application. Such guidelines will allow GPs to make an easy but definite diagnosis of OA and offer clear guidance about situations requiring an expert opinion. The guidelines have potential to improve patient outcomes and reduce the number of unnecessary procedures. DISCUSSION AND CONCLUSIONS: This project demonstrated the feasibility of developing easy-to-use and effective visual decision trees to facilitate the diagnosis and management of OA of the hip, knee and hand/finger in primary care. The next step should be to conduct a large impact study of implementation of these recommendations in the diagnostic management of OA in general practice in different areas.


Asunto(s)
Consenso , Árboles de Decisión , Osteoartritis/diagnóstico , Atención Primaria de Salud/métodos , Algoritmos , Estudios de Factibilidad , Mano , Articulaciones de la Mano , Humanos , Osteoartritis de la Cadera/diagnóstico , Osteoartritis de la Rodilla/diagnóstico
17.
Rheumatology (Oxford) ; 57(10): 1851-1860, 2018 10 01.
Artículo en Inglés | MEDLINE | ID: mdl-29982662

RESUMEN

Objective: This study explored the role of the adipokine adipsin in OA. Methods: Control and OA articular tissues, cells and serum were obtained from human individuals. Serum adipsin levels of human OA individuals were compared with cartilage volume loss as assessed by MRI at 48 months. Human adipsin expression was determined by PCR, its production in tissues by immunohistochemistry, and in SF and serum by a specific assay. OA was surgically induced in wild-type (Df+/+) and adipsin-deficient (Df-/-) mice, and synovial membrane and cartilage processed for histology and immunohistochemistry. Results: Adipsin levels were significantly increased in human OA serum, SF, synovial membrane and cartilage compared with controls, but the expression was similar in chondrocytes, synoviocytes and osteoblasts. Multivariate analysis demonstrated that human serum adipsin levels were significantly associated (P = 0.045) with cartilage volume loss in the lateral compartment of the knee. Destabilization of the medial meniscus-Df-/- mice showed a preservation of the OA synovial membrane and cartilage lesions (P ⩽ 0.026), the latter corroborated by the decreased production of cartilage degradation products and proteases (P ⩽ 0.047). The adipsin effect is likely due to a deficient alternative complement pathway (P ⩽ 0.036). Conclusion: In human OA, higher serum adipsin levels were associated with greater cartilage volume loss in the lateral compartment, and adipsin deficiency led to a preservation of knee structure. Importantly, we documented an association between adipsin and OA synovial membrane and cartilage degeneration through the activation of the complement pathway. This study highlights the clinical relevance of adipsin as a valuable biomarker and potential therapeutic target for OA.


Asunto(s)
Factor D del Complemento/metabolismo , Articulación de la Rodilla/metabolismo , Rodilla/patología , Osteoartritis de la Rodilla/metabolismo , Osteoartritis de la Rodilla/patología , Animales , Cartílago Articular/metabolismo , Condrocitos/metabolismo , Humanos , Rodilla/diagnóstico por imagen , Articulación de la Rodilla/diagnóstico por imagen , Imagen por Resonancia Magnética , Ratones , Osteoartritis de la Rodilla/diagnóstico por imagen , Osteoblastos/metabolismo , Membrana Sinovial/citología , Membrana Sinovial/metabolismo , Sinoviocitos/metabolismo
18.
Calcif Tissue Int ; 103(2): 131-143, 2018 08.
Artículo en Inglés | MEDLINE | ID: mdl-29441423

RESUMEN

The aim of this study is to describe the association of bone marrow lesions (BMLs) present on two different MRI sequences with clinical outcomes, cartilage defect progression, cartilage volume loss over 2.7 years, and total knee replacement (TKR) over 13.3 years. 394 participants (50-80 years) were assessed at baseline and 2.7 years. BML presence at baseline was scored on T1-weighted fat-suppressed 3D gradient-recalled acquisition (T1) and T2-weighted fat-suppressed 2D fast spin-echo (T2) sequences. Knee pain, function, and stiffness were assessed using WOMAC. Cartilage volume and defects were assessed using validated methods. Incident TKR was determined by data linkage. BMLs were mostly present on both MRI sequences (86%). BMLs present on T2, T1, and both sequences were associated with greater knee pain and functional limitation (odds ratio = 1.49 to 1.70; all p < 0.05). Longitudinally, BMLs present on T2, T1, and both sequences were associated with worsening knee pain (ß = 1.12 to 1.37, respectively; p < 0.05) and worsening stiffness (ß = 0.45 to 0.52, respectively; all p < 0.05) but not worsening functional limitation or total WOMAC. BMLs present on T2, T1, and both sequences predicted site-specific cartilage defect progression (relative risk = 1.22 to 4.63; all p < 0.05) except at the medial tibial and inferior patellar sites. Lateral tibial and superior patellar BMLs present on T2, T1, and both sequences predicted site-specific cartilage volume loss (ß = - 174.77 to - 140.67; p < 0.05). BMLs present on T2, T1, and both sequences were strongly associated with incident TKR. BMLs can be assessed on either T2- or T1-weighted sequences with no clinical predictive advantage of either sequence.


Asunto(s)
Médula Ósea/diagnóstico por imagen , Médula Ósea/patología , Enfermedades de los Cartílagos/diagnóstico por imagen , Imagen por Resonancia Magnética , Anciano , Anciano de 80 o más Años , Antropometría , Artroplastia de Reemplazo de Rodilla/estadística & datos numéricos , Enfermedades Óseas/complicaciones , Enfermedades Óseas/diagnóstico por imagen , Cartílago/diagnóstico por imagen , Cartílago/patología , Enfermedades de los Cartílagos/complicaciones , Progresión de la Enfermedad , Femenino , Humanos , Articulación de la Rodilla/diagnóstico por imagen , Masculino , Persona de Mediana Edad , Oportunidad Relativa , Osteoartritis de la Rodilla/diagnóstico por imagen , Dolor , Rótula/diagnóstico por imagen , Rótula/fisiopatología , Riesgo , Índice de Severidad de la Enfermedad , Tibia/diagnóstico por imagen , Tibia/fisiopatología
19.
Arch Phys Med Rehabil ; 99(4): 607-614.e1, 2018 04.
Artículo en Inglés | MEDLINE | ID: mdl-29128344

RESUMEN

OBJECTIVE: To assess the validity of diagnostic clusters combining history elements and physical examination tests to diagnose or exclude patellofemoral pain (PFP). DESIGN: Prospective diagnostic study. SETTINGS: Orthopedic outpatient clinics, family medicine clinics, and community-dwelling. PARTICIPANTS: Consecutive patients (N=279) consulting one of the participating orthopedic surgeons (n=3) or sport medicine physicians (n=2) for any knee complaint. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: History elements and physical examination tests were obtained by a trained physiotherapist blinded to the reference standard: a composite diagnosis including both physical examination tests and imaging results interpretation performed by an expert physician. Penalized logistic regression (least absolute shrinkage and selection operator) was used to identify history elements and physical examination tests associated with the diagnosis of PFP, and recursive partitioning was used to develop diagnostic clusters. Diagnostic accuracy measures including sensitivity, specificity, positive and negative predictive values, and positive and negative likelihood ratios with associated 95% confidence intervals (CIs) were calculated. RESULTS: Two hundred seventy-nine participants were evaluated, and 75 had a diagnosis of PFP (26.9%). Different combinations of history elements and physical examination tests including the age of participants, knee pain location, difficulty descending stairs, patellar facet palpation, and passive knee extension range of motion were associated with a diagnosis of PFP and used in clusters to accurately discriminate between individuals with PFP and individuals without PFP. Two diagnostic clusters developed to confirm the presence of PFP yielded a positive likelihood ratio of 8.7 (95% CI, 5.2-14.6) and 3 clusters to exclude PFP yielded a negative likelihood ratio of .12 (95% CI, .06-.27). CONCLUSIONS: Diagnostic clusters combining common history elements and physical examination tests that can accurately diagnose or exclude PFP compared to various knee disorders were developed. External validation is required before clinical use.


Asunto(s)
Anamnesis/estadística & datos numéricos , Ortopedia/métodos , Síndrome de Dolor Patelofemoral/diagnóstico , Examen Físico/estadística & datos numéricos , Adulto , Anciano , Diagnóstico Diferencial , Femenino , Humanos , Rodilla/patología , Funciones de Verosimilitud , Modelos Logísticos , Masculino , Anamnesis/métodos , Persona de Mediana Edad , Articulación Patelofemoral/patología , Examen Físico/métodos , Estudios Prospectivos , Reproducibilidad de los Resultados , Síndrome
20.
J Cell Biochem ; 118(5): 1003-1013, 2017 05.
Artículo en Inglés | MEDLINE | ID: mdl-27463229

RESUMEN

Protandim and 6-gingerol, two potent nutraceuticals, have been shown to decrease free radicals production through enhancing endogenous antioxidant enzymes. In this study, we evaluated the effects of these products on the expression of different factors involved in osteoarthritis (OA) process. Human OA chondrocytes were treated with 1 ng/ml IL-1ß in the presence or absence of protandim (0-10 µg/ml) or 6-gingerol (0-10 µM). OA was induced surgically in mice by destabilization of the medial meniscus (DMM). The animals were treated weekly with an intraarticular injection of 10 µl of vehicle or protandim (10 µg/ml) for 8 weeks. Sham-operated mice served as controls. In vitro, we demonstrated that protandim and 6-gingerol preserve cell viability and mitochondrial metabolism and prevented 4-hydroxynonenal (HNE)-induced cell mortality. They activated Nrf2 transcription factor, abolished IL-1ß-induced NO, PGE2 , MMP-13, and HNE production as well as IL-ß-induced GSTA4-4 down-regulation. Nrf2 overexpression reduced IL-1ß-induced HNE and MMP-13 as well as IL-1ß-induced GSTA4-4 down-regulation. Nrf2 knockdown following siRNA transfection abolished protandim protection against oxidative stress and catabolism. The activation of MAPK and NF-κB by IL-1ß was not affected by 6-gingerol. In vivo, we observed that Nrf2 and GSTA4-4 expression was significantly lower in OA cartilage from humans and mice compared to normal controls. Interestingly, protandim administration reduced OA score in DMM mice. Altogether, our data indicate that protandim and 6-gingerol are essential in preserving cartilage and abolishing a number of factors known to be involved in OA pathogenesis. J. Cell. Biochem. 118: 1003-1013, 2017. © 2016 Wiley Periodicals, Inc.


Asunto(s)
Antiinflamatorios/administración & dosificación , Catecoles/administración & dosificación , Condrocitos/efectos de los fármacos , Medicamentos Herbarios Chinos/administración & dosificación , Alcoholes Grasos/administración & dosificación , Osteoartritis/tratamiento farmacológico , Animales , Antiinflamatorios/farmacología , Apoptosis/efectos de los fármacos , Catecoles/farmacología , Supervivencia Celular , Células Cultivadas , Condrocitos/citología , Suplementos Dietéticos , Modelos Animales de Enfermedad , Medicamentos Herbarios Chinos/farmacología , Alcoholes Grasos/farmacología , Glutatión Transferasa/metabolismo , Humanos , Inyecciones Intraarticulares , Interleucina-1beta/efectos adversos , Ratones , Factor 2 Relacionado con NF-E2/metabolismo , Transducción de Señal/efectos de los fármacos
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